Project description My client wanted to find the best district/ location for their Cafe Business based on several criteria : The district must be crowded, which means that it includes many entertainment places. The district must include cafes with low average rating. The district must include few cafe shops. For this project, I did a full data analysis starting by data gathering and ending by the final results and recommendations. I helped my client to find the best location for his cafe business successfully.